Paper Citation Record · LEDGER

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM

As of 22 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 3 inbound Pith citation observations for arXiv:2411.15279.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.15279 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:40:13.316236Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:44:19.979261Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

54 of 54 outbound references displayed

verified exact0
verified fuzzy41
unresolved13
parse uncertain0
malformed identifier0
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External citation measurements

1
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation ab2f0729-6276-49d9-9ec0-2e624a9ad97d · outbound

This paper cites an unresolved cited work.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:40:13.902271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c853cdf9-851c-49b0-a176-de310331290d · outbound

This paper cites Learning gradient fields for shape generation, 2020.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Learning gradient fields for shape generation, 2020

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T14:40:13.117295Z

Source-reported events for the cited work

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Observation 65a4303b-b4e6-4e59-a2b4-3b0844ba792a · outbound

This paper cites Catalán, P.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Catalán, P

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.886193Z

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Observation f27dc092-e62c-4b52-9c54-fd87cef2d73a · outbound

This paper cites Bsp- net: Generating compact meshes via binary space partition- ing, 2020.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Bsp- net: Generating compact meshes via binary space partition- ing, 2020

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.875735Z

Source-reported events for the cited work

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Observation f3fca8de-9a10-4592-a44a-be523e9d7ace · outbound

This paper cites Choy, Danfei Xu, JunYoung Gwak, Kevin Chen, and Silvio Savarese.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Choy, Danfei Xu, JunYoung Gwak, Kevin Chen, and Silvio Savarese

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.864735Z

Source-reported events for the cited work

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Observation 963168fa-cd9f-4ee5-afcf-c70d7b3d6e41 · outbound

This paper cites Optimizing evolutionary csg tree extraction.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Optimizing evolutionary csg tree extraction

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.854436Z

Source-reported events for the cited work

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Observation 20d665d6-5478-4690-8218-9bbd79179c3c · outbound

This paper cites Shapecrafter: A recursive text-conditioned 3d shape generation model, 2023.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Shapecrafter: A recursive text-conditioned 3d shape generation model, 2023

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.844020Z

Source-reported events for the cited work

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Observation 4557c6fe-73d3-42fc-bbdd-7ab515aa6dd0 · outbound

This paper cites Freeman, and Thomas Funkhouser.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Freeman, and Thomas Funkhouser

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.833720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e2480b00-6540-4397-87fd-13a038ffba31 · outbound

This paper cites an unresolved cited work.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:40:13.823629Z

Source-reported events for the cited work

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Observation 6fc4f3ba-0ca9-4b9c-bfc5-d0cf17b00dbd · outbound

This paper cites Kim, Bryan C.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Kim, Bryan C

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.813571Z

Source-reported events for the cited work

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Observation 7f19d178-ee22-4909-ac82-51d8ab6d1f24 · outbound

This paper cites an unresolved cited work.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Unresolved cited work

Reference 11

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Observation 5c557307-398c-48dc-8fa0-9c86eb71381c · outbound

This paper cites Meshcnn: a network with an edge.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Meshcnn: a network with an edge

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.792340Z

Source-reported events for the cited work

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Observation dd804dd1-62b7-490e-b8eb-b0109ca0bfbc · outbound

This paper cites A novel algorithm for cad to csg conversion in mccad.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM A novel algorithm for cad to csg conversion in mccad

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.781287Z

Source-reported events for the cited work

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Observation db7d4acd-3dd1-42bb-97ff-7b4770abb33a · outbound

This paper cites Chatgpt sets record for fastest-growing user base - analyst note | reuters, 2023.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Chatgpt sets record for fastest-growing user base - analyst note | reuters, 2023

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.769834Z

Source-reported events for the cited work

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Observation f25005bb-b958-4c04-a9c0-49d9a49430a6 · outbound

This paper cites Kenny Jones, Theresa Barton, Xianghao Xu, Kai Wang, Ellen Jiang, Paul Guerrero, Niloy J.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Kenny Jones, Theresa Barton, Xianghao Xu, Kai Wang, Ellen Jiang, Paul Guerrero, Niloy J

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.758531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dd510ab7-ca41-43a6-9f6b-b8a49e2cafaf · outbound

This paper cites Ucsg-net- unsupervised discovering of constructive solid ge- ometry tree.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Ucsg-net- unsupervised discovering of constructive solid ge- ometry tree

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.747375Z

Source-reported events for the cited work

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Observation 8c419cc2-7c40-4e7b-9842-2bccdffffbb6 · outbound

This paper cites Text2cad: Generating sequential cad models from beginner-to-expert level text prompts, 2024.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Text2cad: Generating sequential cad models from beginner-to-expert level text prompts, 2024

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.736243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 63343550-463e-4de8-ab0a-7a153140206b · outbound

This paper cites Experiments on generative ai-powered parametric modeling and bim for ar- chitectural design, 2023.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Experiments on generative ai-powered parametric modeling and bim for ar- chitectural design, 2023

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.724326Z

Source-reported events for the cited work

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Observation ae6d994d-6078-44e3-9ee9-1ca051e957ca · outbound

This paper cites Abc: A big cad model dataset for geometric deep learning.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Abc: A big cad model dataset for geometric deep learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.713335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5d6cf07c-bc23-434d-84aa-f1c28cfb7e95 · outbound

This paper cites To- wards implicit text-guided 3d shape generation, 2022.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM To- wards implicit text-guided 3d shape generation, 2022

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.702220Z

Source-reported events for the cited work

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Observation 4fed179d-bc2d-4648-b1b3-76d2190b8491 · outbound

This paper cites Diffusion probabilistic models for 3d point cloud generation, 2021.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Diffusion probabilistic models for 3d point cloud generation, 2021

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.690857Z

Source-reported events for the cited work

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Observation 82c0cd4c-6602-4f38-a699-b58672938cb7 · outbound

This paper cites How can large language models help humans in design and manufacturing?, 2023.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM How can large language models help humans in design and manufacturing?, 2023

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.679402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1fd7a3b1-3271-4b19-b3ab-18bdf12f99b9 · outbound

This paper cites Srinivasan, Matthew Tancik, Jonathan T.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Srinivasan, Matthew Tancik, Jonathan T

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T14:40:13.200000Z

Source-reported events for the cited work

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Observation 35defd01-c4a2-4b75-b368-98bde89c9e8d · outbound

This paper cites an unresolved cited work.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:40:13.660546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d073a35e-d3dd-43e2-9885-40955cc00ab9 · outbound

This paper cites Point-e: A system for generating 3d point clouds from complex prompts, 2022.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Point-e: A system for generating 3d point clouds from complex prompts, 2022

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T14:40:13.207072Z

Source-reported events for the cited work

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Observation 1b06ebe3-00f3-4187-9b5b-0221a182c737 · outbound

This paper cites Onshape: Cloud-native product development plat- form.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Onshape: Cloud-native product development plat- form

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.642026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation efee41af-f50a-4bc1-b5a2-75164f3202bc · outbound

This paper cites Chatgpt: A large-scale generative model for open-domain chat.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Chatgpt: A large-scale generative model for open-domain chat

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.631587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3fb8bcbb-877b-44f2-884b-3cb19e697872 · outbound

This paper cites Gpt-4v(ision) system card, 2023.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Gpt-4v(ision) system card, 2023

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T14:40:13.218170Z

Source-reported events for the cited work

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Observation ce8a1ba4-df12-4b5f-97c0-69db3107de86 · outbound

This paper cites Deepsdf: Learning con- tinuous signed distance functions for shape representation,.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Deepsdf: Learning con- tinuous signed distance functions for shape representation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.613627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 44f6ed42-821c-4e1c-8e0e-d0e1e09274a1 · outbound

This paper cites Barron, and Ben Milden- hall.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Barron, and Ben Milden- hall

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.602882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80ad4333-c2f8-4870-b7c9-206a71288068 · outbound

This paper cites Csg-stump: A learning friendly csg-like representation for interpretable shape parsing, 2021.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Csg-stump: A learning friendly csg-like representation for interpretable shape parsing, 2021

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.592369Z

Source-reported events for the cited work

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Observation 4d5794c2-1e09-4610-9328-6e17bfd9b6a8 · outbound

This paper cites Romano, Nicholas E.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Romano, Nicholas E

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.581956Z

Source-reported events for the cited work

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Observation 8a3e6b19-2cf4-4ba9-bf12-065f7830c6df · outbound

This paper cites Lambourne, Ye Wang, Chin-Yi Cheng, Marco Fumero, and Kamal Rahimi Malek- shan.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Lambourne, Ye Wang, Chin-Yi Cheng, Marco Fumero, and Kamal Rahimi Malek- shan

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.572083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 69352b1d-9bac-4a51-a301-abcdd41a921d · outbound

This paper cites an unresolved cited work.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:40:13.561493Z

Source-reported events for the cited work

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Observation e9a1471b-7d8a-4124-9174-823947c8eca0 · outbound

This paper cites Csgnet: Neural shape parser for constructive solid geometry, 2018.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Csgnet: Neural shape parser for constructive solid geometry, 2018

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.550676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 67078040-806f-41f2-ad99-100526d4eb80 · outbound

This paper cites 3d point cloud generative adversarial network based on tree structured graph convolutions, 2019.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM 3d point cloud generative adversarial network based on tree structured graph convolutions, 2019

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.540719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 28c1803e-a946-49fd-a55e-9c347b3d4677 · outbound

This paper cites MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T14:40:13.251819Z

Source-reported events for the cited work

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Observation b350177d-3128-40ac-86e2-686128660f21 · outbound

This paper cites Scene representation networks: Continuous 3d- structure-aware neural scene representations, 2020.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Scene representation networks: Continuous 3d- structure-aware neural scene representations, 2020

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.530377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 75ce7cff-15e1-4296-b22a-df658931bd6d · outbound

This paper cites 2024 Stack Overflow Developer Survey,.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM 2024 Stack Overflow Developer Survey,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.519690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 929602ad-05d4-4191-99bc-a125f6fbcd22 · outbound

This paper cites Octree generating networks: Efficient convolutional archi- tectures for high-resolution 3d outputs, 2017.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Octree generating networks: Efficient convolutional archi- tectures for high-resolution 3d outputs, 2017

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.508660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68f21fcb-5e1d-4f63-8a35-2f093cc16e79 · outbound

This paper cites Exploring generative 3d shapes using autoencoder networks.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Exploring generative 3d shapes using autoencoder networks

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.497006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b81c3a17-5e12-4d2a-9ca6-1176904e28c7 · outbound

This paper cites Learn- ing localized generative models for 3d point clouds via graph convolution.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Learn- ing localized generative models for 3d point clouds via graph convolution

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.486334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 31bd77b2-a876-46d3-aa6d-69ed3ad80d44 · outbound

This paper cites an unresolved cited work.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:40:13.474408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9849142c-1c60-4bc2-b6e9-220148097f4e · outbound

This paper cites Free- man, and Joshua B.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Free- man, and Joshua B

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.462054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80fe23e8-d6fc-4cee-a14e-7f81ebe64e63 · outbound

This paper cites Deepcad: A deep generative network for computer-aided design models,.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Deepcad: A deep generative network for computer-aided design models,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.450443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3c9ef2e6-dfa2-4ee5-bc49-8df92d384094 · outbound

This paper cites Skexgen: Autoregressive generation of cad construction se- quences with disentangled codebooks.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Skexgen: Autoregressive generation of cad construction se- quences with disentangled codebooks

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.439355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9e54fc93-6d8f-4b2f-b1a3-20ad4c4e18d2 · outbound

This paper cites Lam- bourne, Karl D.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Lam- bourne, Karl D

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.428639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e192bed3-ca64-466b-8bdb-20d8ce1f230e · outbound

This paper cites Lambourne, Pradeep Kumar Jayara- man, Zhengqing Wang, Karl D.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Lambourne, Pradeep Kumar Jayara- man, Zhengqing Wang, Karl D

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.418311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0eab4cf6-af33-424b-a507-e1384d88ab62 · outbound

This paper cites Pointflow: 3d point cloud generation with continuous normalizing flows, 2019.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Pointflow: 3d point cloud generation with continuous normalizing flows, 2019

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T14:40:13.298049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cda7f992-f1b5-4d0c-97f3-b634a99febdb · outbound

This paper cites Fold- ingnet: Point cloud auto-encoder via deep grid deformation,.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Fold- ingnet: Point cloud auto-encoder via deep grid deformation,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.401117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation beb172f7-2050-475c-8730-5b79402f6be3 · outbound

This paper cites Capri-net: Learning compact cad shapes with adaptive prim- itive assembly, 2021.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Capri-net: Learning compact cad shapes with adaptive prim- itive assembly, 2021

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.390517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99c96b48-3c18-4496-a41e-63a91579619c · outbound

This paper cites Adversarial autoencoders for compact represen- tations of 3d point clouds, 2019.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Adversarial autoencoders for compact represen- tations of 3d point clouds, 2019

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.379317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bc101703-5757-4ad0-9bb2-43f54ff0da13 · outbound

This paper cites 3d shape generation and completion through point-voxel diffusion, 2021.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM 3d shape generation and completion through point-voxel diffusion, 2021

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T14:40:13.312633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5362fe6d-28b4-4e67-a04a-d718e327a28c · outbound

This paper cites Thingi10k: A dataset of 10,000 3d-printing models, 2016.

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Thingi10k: A dataset of 10,000 3d-printing models, 2016

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:40:13.360755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 7be7057f-bcdd-475b-8bf5-b4a2a019cc57 · inbound

GraphBrep: Learning B-Rep in Graph Structure for Efficient CAD Generation cites this paper.

GraphBrep: Learning B-Rep in Graph Structure for Efficient CAD Generation Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:44:20.425042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c195b2ef-16f3-45ff-830a-bdf98034f4c5 · inbound

BrepCoder: A Unified Multimodal Large Language Model for Multi-task B-rep Reasoning cites this paper.

BrepCoder: A Unified Multimodal Large Language Model for Multi-task B-rep Reasoning Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T20:55:09.988905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c55286cc-9d3b-49b5-8ffb-e9bcfc045f88 · inbound

Masked Topology Modeling for Self-Supervised Learning on Parametric CAD cites this paper.

Masked Topology Modeling for Self-Supervised Learning on Parametric CAD Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-01T09:54:38.283268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.